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Jordan Ott
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Volume I. introduction to DUNE
B Abi, R Acciarri, MA Acero, G Adamov, D Adams, M Adinolfi, Z Ahmad, ...
Journal of instrumentation 15 (08), T08008, 2020
346*2020
Enforcing analytic constraints in neural networks emulating physical systems
T Beucler, M Pritchard, S Rasp, J Ott, P Baldi, P Gentine
Physical Review Letters 126 (9), 098302, 2021
2542021
Long-baseline neutrino oscillation physics potential of the DUNE experiment
B Abi, R Acciarri, MA Acero, G Adamov, D Adams, M Adinolfi, Z Ahmad, ...
The European Physical Journal C 80 (10), 1-34, 2020
2262020
Prospects for beyond the Standard Model physics searches at the Deep Underground Neutrino Experiment: DUNE Collaboration
B Abi, R Acciarri, MA Acero, G Adamov, D Adams, M Adinolfi, Z Ahmad, ...
The European Physical Journal C 81, 1-51, 2021
1492021
Supernova neutrino burst detection with the deep underground neutrino experiment: DUNE Collaboration
B Abi, R Acciarri, MA Acero, G Adamov, D Adams, M Adinolfi, Z Ahmad, ...
The European Physical Journal C 81 (5), 423, 2021
1432021
Deep underground neutrino experiment (DUNE) near detector conceptual design report
AA Abud, B Abi, R Acciarri, MA Acero, G Adamov, D Adams, M Adinolfi, ...
Instruments 5 (4), 31, 2021
1412021
First results on ProtoDUNE-SP liquid argon time projection chamber performance from a beam test at the CERN Neutrino Platform
B Abi, AA Abud, R Acciarri, MA Acero, G Adamov, M Adamowski, ...
Journal of Instrumentation 15 (12), P12004, 2020
1352020
Sherpa: Robust hyperparameter optimization for machine learning
L Hertel, J Collado, P Sadowski, J Ott, P Baldi
SoftwareX 12, 100591, 2020
1272020
A Fortran-Keras deep learning bridge for scientific computing
J Ott, M Pritchard, N Best, E Linstead, M Curcic, P Baldi
Scientific Programming 2020, 1-13, 2020
1022020
A deep learning approach to identifying source code in images and video
J Ott, A Atchison, P Harnack, A Bergh, E Linstead
Proceedings of the 15th International Conference on Mining Software …, 2018
612018
Neutrino interaction classification with a convolutional neural network in the DUNE far detector
B Abi, R Acciarri, MA Acero, G Adamov, D Adams, M Adinolfi, Z Ahmad, ...
Physical Review D 102 (9), 092003, 2020
562020
Volume IV. The DUNE far detector single-phase technology
B Abi, R Acciarri, MA Acero, G Adamov, D Adams, M Adinolfi, Z Ahmad, ...
Journal of Instrumentation 15 (08), T08010, 2020
522020
Design, construction and operation of the ProtoDUNE-SP Liquid Argon TPC
AA Abud, B Abi, R Acciarri, MA Acero, MR Adames, G Adamov, D Adams, ...
Journal of instrumentation 17 (01), P01005, 2022
512022
Experiment simulation configurations approximating DUNE TDR
B Abi, R Acciarri, MA Acero, G Adamov, D Adams, M Adinolfi, Z Ahmad, ...
arXiv preprint arXiv:2103.04797, 2021
422021
Assessing the potential of deep learning for emulating cloud superparameterization in climate models with real‐geography boundary conditions
G Mooers, M Pritchard, T Beucler, J Ott, G Yacalis, P Baldi, P Gentine
Journal of Advances in Modeling Earth Systems 13 (5), e2020MS002385, 2021
372021
Exploring the efficacy of transfer learning in mining image-based software artifacts
N Best, J Ott, EJ Linstead
Journal of Big Data 7, 1-10, 2020
372020
Learning lexical features of programming languages from imagery using convolutional neural networks
J Ott, A Atchison, P Harnack, N Best, H Anderson, C Firmani, E Linstead
Proceedings of the 26th conference on program comprehension, 336-339, 2018
302018
An end-to-end CNN with attentional mechanism applied to raw EEG in a BCI classification task
E Lashgari, J Ott, A Connelly, P Baldi, U Maoz
Journal of Neural Engineering 18 (4), 0460e3, 2021
252021
Exploring the applicability of low-shot learning in mining software repositories
J Ott, A Atchison, EJ Linstead
Journal of Big Data 6, 1-10, 2019
232019
Cryptocurrency ecosystems and social media environments: An empirical analysis through Hawkes’ models and natural language processing
M Ortu, S Vacca, G Destefanis, C Conversano
Machine Learning with Applications 7, 100229, 2022
212022
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